Struct NumericMetrics 

pub struct NumericMetrics {
    pub finite: bool,
    pub relative_l2: Option<f64>,
    pub cosine_similarity: Option<f64>,
    pub max_absolute_error: Option<f64>,
    pub mean_absolute_error: Option<f64>,
}

Common metrics for floating-point vectors.

Fields

finite: bool

Whether every value on both sides is finite.

relative_l2: Option<f64>

L2 norm of the difference divided by the reference L2 norm.

cosine_similarity: Option<f64>

Cosine similarity.

max_absolute_error: Option<f64>

Largest absolute element error.

mean_absolute_error: Option<f64>

Mean absolute element error.

Trait Implementations

impl Clone for NumericMetrics

fn clone(&self) -> NumericMetrics

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for NumericMetrics

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for NumericMetrics

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for NumericMetrics

fn eq(&self, other: &NumericMetrics) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl Serialize for NumericMetrics

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for NumericMetrics